FAST: A fully-concurrent access SRAM topology for high row-wise parallelism applications based on dynamic shift operations

Y Chen, Y Fu, M Lee, S George, Y Liu… - … on Circuits and …, 2022 - ieeexplore.ieee.org
This brief proposes a fully-concurrent access SRAM topology to handle high-concurrency
operations on multiple rows in an SRAM array. Such high-concurrency operations are …

Task-Oriented Real-time Visual Inference for IoVT Systems: A Co-design Framework of Neural Networks and Edge Deployment

J Wu, S Chen, Z Wang, W Chen, Z Tian, FR Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
As the volume of image data grows, data-oriented cloud computing in Internet of Video
Things (IoVT) systems encounters latency issues. Task-oriented edge computing addresses …

Autonomous Task-Tiling and Deep Neural Architecture Search for Intermittent Systems

J Banerjee - 2024 - search.proquest.com
The integration of DNNs with IoT devices brings about a host of advantages and opens up
new possibilities for a wide range of applications. Many applications are turning to energy …

Resource-Aware Tiny Machine Learning for Battery-Less System

S Islam - 2024 - search.proquest.com
Powerful machine learning algorithms have been increasingly designed to achieve better
accuracy, which however require a great amount of data and computing power relying on …